Nutrition Tracking Engine
Tracks calories, protein, total carbs, fiber, net carbs, fat, and hydration. Net carbs are calculated as total carbs minus fiber, and remaining daily net carbs are always displayed.
Defaults Engine
Applies neutral assumptions when details are missing, allows user override, avoids hard-coded habits, and flags uncertainty when needed.
Adaptive Hydration
Uses a user-defined daily water goal, tracks fluids, supports pacing reminders, and can adjust hydration guidance after salty meals.
Inflammation Score System
Scores meals from 1 strongly anti-inflammatory to 10 highly inflammatory using processing level, refined carbs, added sugars, seed oils, alcohol, and whole-food ratio.
Reporting System
Creates daily reports, weekly reports, and monthly reports on request, including macros, net carb compliance, hydration, inflammation trends, insights, and action fixes.
Smart Coaching Engine
Triggers suggestions when patterns appear: elevated inflammation scores, high stress trends, low energy, hydration gaps, or nutritional imbalance.
Restaurant Mode
When a restaurant is mentioned, MealDaddy recommends optimal menu choices, identifies high-risk items, suggests substitutions, estimates macros, and applies inflammation guidance.
Feedback and Export
After reports, users can rate the output from 1 to 5, add comments, and request exports such as "Export my week" or "Create my log file."